Search

Differential Privacy in Practice: Expose your Epsilons!

Calibrating Noise to Sensitivity in Private Data Analysis

17-51

A Practical Method to Reduce Privacy Loss When Disclosing Statistics Based on Small Samples

Differential Privacy for Statistics: What we Know and What we Want to Learn

Statistical Disclosure Limitation: New Directions and Challenges

An Analysis of Google Logs Retention Policies

On the Difficulties of Disclosure Prevention in Statistical Databases or The Case for Differential Privacy

Privacy Violations Using Microtargeted Ads: A Case Study

Privacy-Preserving Data Sharing for Genome-Wide Association Studies

Toward a Reconceptualization of Confidentiality Protection in the Context of Linkages with Administrative Records

Practical Data Synthesis for Large Samples

67-97

Linear Program Reconstruction in Practice

Bayesian Estimation of Disclosure Risks for Multiply Imputed, Synthetic Data

Data Confidentiality: The Next Five Years Summary and Guide to Papers

Partial Information Releases for Confidential Contingency Table Entries: Present and Future Research Efforts

Comparative Study of Differentially Private Synthetic Data Algorithms from the NIST PSCR Differential Privacy Synthetic Data Challenge

Editorial: In This Issue

How Uncertainty about Privacy and Confidentiality is Hampering Efforts to More Effectively Use Administrative Records in Producing U.S. National Statistics

An Intuitive Formulation and Solution of the Exact Cell-Bounding Problem for Contingency Tables of Conditional Frequencies

Perspective: Better Privacy Theorists for Better Data Stewards

Foreword for the Collection of Papers from the Workshop on the Analysis of Census Noisy Measurement Files and Differential Privacy